SlideShare une entreprise Scribd logo
1  sur  36
Is Your Stream Clean? Using Data-Mining to assess the health of a stream Zack Thomas Doctoral Student Texas Tech University-Junction http://www.ttu.edu/traditions/doublet.phpViewed 2/22/10 http://www.copusproject.org/participants/participants.php?organization_id=480Viewed 2/22/10
Water Quality “Check-up” How do you know if a stream is healthy? To do this, I utilized data-mining on the internet to assess the “health” of  Schooner Creek in Lincoln City Oregon with the past year. So, how do you determine stream “health” you ask? By searching for… Benthic macroinvertebrates! www.graphicshunt.com viewed 2/19/10 All photos from www.epa.gov/bioindicators/html/benthosclean.html Viewed 2/19/10
Before we talk about data mining for macroinvertebrates, let’s Define macroinvertebrate Discuss why macroinvertebrates are important Discuss what macroinvertebrates can tell us about a stream’s “health” www.clker.comViewed 2/20/10
Benthic Macroinvertebrates? BENTHIC: Living or near the bottom of an aquatic environment. MACRO: Large enough to see without any aid. INVERTEBRATE: Lacking a backbone or vertebrate. So, a macroinvertebrate is a large spineless aquatic organism that likes to hang- 	out near the bottom. Great! So why are they important? http://edu-connect.com/science.cfm?subpage=1055550 Viewed 2/19/10
Indicator Species! Benthic macroinvertebrates or “benthos” are great “indicators” of stream “health” or better know as water-quality. To do this, scientists (or students) sample a stream habitat and examine the quantity and diversity of macroinvertebrates they find. All photos came from Audubon Naturalist Society www.audobon natrualist.org Viewed 2/19/10
What makes macroinvertebrates good indicators? Aquatic macroinvertebrates: ,[object Object]
live in habitat suited for their survival
easy to collect
differ in the amount and type of pollutant   they can tolerate
easy to identify
have limited mobilityInformation referenced from http://www.epa.gov/bioindicators/html/invertebrate.html
What do macroinvertebrates tell us? Macroinvertebrates are also important with regards to assessing biological diversity. Biodiversity has both economic and aesthetic 	value, and is an important indicator of the  	overall health of the environment. (http://www.epa.gov/bioindicators/aquatic/index.html) 				However, There are several threats to biological 	diversity! http://reslife.tamu.edu/diversity/ Viewed 2/19/10
Threats to Biological Diversity Photos from top to bottom:http://swittersb.wordpress.com/2008/12/16/snakehead-fish-invasive-freakazoid-ban-the-sale-of-live-snakeheads-in-us/, http: //wonkroom.thinkprogress.org/tag/epa/, http://msrivertn.blogspot.com/2009/01/loosahatchie-bar.html  Viewed on2/19/10.  Information referenced from http://www.epa.gov/bioindicators/aquatic/index.html
So, why is pollution highlighted? Macroinvertebrates differ in the amount and type of pollutant they can tolerate. 	If we find benthos that can only live in clean water, then we know that stream “health” is good or excellent. 	If we find benthos that can live in polluted water, then we know that the stream “health” is fair or poor.
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/stoneflies.htmlw Viewed 2/19/10 Stoneflies ,[object Object],Stoneflies are sensitive to pollution, and are found in clean water. Thus, if we find stoneflies that typically mean that the stream is in good “health.” Adult Information referenced from http://www.epa.gov/bioindicators/html/stoneflies.html www.audubonnaturalist.org Viewed 2/19/10
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/rifflebeetles.html  Viewed 2/19/10 Riffle Beetles ,[object Object],Riffle beetles are sensitive to pollution, and are found in oxygen-rich fast moving water. Thus, if we find riffle beetles that typically means that the stream is in good “health.” Adult Information referenced from http://www.epa.gov/bioindicators/html/rifflebeetles.html http://www.epa.gov/bioindicators/html/rifflebeetles.html Viewed 2/19/10
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/dragonflies.html  Viewed 2/19/10 Dragonflies ,[object Object],Dragonflies are moderately tolerant  to pollutionand found in slower moving water, typically indicative of lower oxygen levels. Thus, if we find dragonflies that typically means that the stream is in fair “health.” Adult Information referenced from http://www.epa.gov/bioindicators/html/dragonflies.html  http://www.epa.gov/bioindicators/html/dragonflies.html  Viewed 2/19/10
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/blackflies.html Viewed 2/19/10 Blackflies ,[object Object],Blackflies are moderately tolerant to pollutionand found in fast moving water, and are typically indicative of high nutrient levels. Thus, if we find blackflies that typically means that the stream is in fair “health.” Adult Information referenced from http://www.epa.gov/bioindicators/html/blackflies.html http://www.epa.gov/bioindicators/html/blackflies.html Viewed 2/19/10
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/leeches.html Viewed 2/19/10 	Leeches Leeches are pollution tolerant. Thus, if we find leeches it is indicative that a stream is in poor “health.” Information  referenced from http://www.epa.gov/bioindicators/html/leeches.html
Examples of Benthic Macroinvertebrates        http://www.epa.gov/bioindicators/html/midgeflies.html Viewed 2/19/10 Midge Flies (a.k.a. blood worms) ,[object Object],Midge flies are pollution tolerant. Thus, if we find midge flies it is indicative that a stream is in poor “health.” Adult Information referenced from http://www.epa.gov/bioindicators/html/midgeflies.html  http://www.southforkoutfitters.com/HatchChart.htmlViewed 2/19/10
So, how do we collect macroinvertebrates? Waders		Water			Dipnet But in our case, we will skip the outdoor experience and use data mining to collect macroinvertebrates and answer our question. http://www.auburn.edu/projects/sustainability/newsletter/020909.html  2/20/10 http://www.envcoglobal.com/catalog/product/invertebrate-nets/collapsible-dip-nets.html 2/20/10 http://www.riverbum.com/Simms-G3-Guide-Stockingfoot-Waders/ 2/20/10
What is Data Mining? The concept of data mining was first introduced by Bernie Dodge and Tom March by way of WebQuest (1995) (Smith, 2010). The idea is for students to use the internet to collect, analyze, and apply raw data found on the internet to answer a given question (Smith, 2010). Through hands-on, inquiry-based learning, data mining affords students the opportunity to practice various skills sets to answer questions that have real-world application (Smith, 2010)
Question Ok, now that you know what macroinvertebrates are, why they are important, and what they can tell us about the “health” of our streams, I ask you this question (and myself): Is Schooner Creek in Lincoln City, Oregon a 	healthy stream? http://edu-connect.com/science.cfm?subpage=1055550Viewed 2/20/10 Photo of Schooner Creek, Lincoln City, Oregon. http://outdoors.webshots.com/photo/1092865661012208939mvy   Viewded 2/21/10
The GLOBE Program The GLOBE (Global Learning and Observations to Benefit the Environment) Program launched on Earth Day, 1995. It is a global hands-on, inquiry-based education program aimed towards primary and secondary science learning (www.globe.gov).    http://www.ciser.ttu.edu/outreach/globe.aspx  Viewed 2/20/10 http://www.globe.gov Viewed 2/20/10
GLOBE Program Mission The GLOBE Program mission is to: 	“To promote the teaching and learning of science, enhance environmental literacy and stewardship, and promote scientific discovery.” (www.globe.gov).  http://www.sthilda.ca/environmental.html  Viewed 2/20/10
GLOBE Program Goals The GLOBE Program goals are to: ,[object Object]
“Enhance awareness and support activities of individuals throughout the world to benefit the environment.”
“Contribute to scientific understanding of Earth as a system.”
“Connect and inspire the next generation of global scientists.”	(www.globe.gov) http://www.bisconsulting.ca/seminars/goal_setting.php Viewed 2/20/10
GLOBE Program Vision The GLOBE Program vision is: “A worldwide community of students, teachers, scientists, and citizens working together to better understand, sustain, and improve Earth’s environment at local, regional, and global scales” (www.globe.gov). As a result, this vision promotes and supports all participants to collaborate on hands-on, inquiry-based studies on the environment (www.globe.gov). http://thegreennews.net/issues/0806.htm Viewed 2/20/10
Value to students GLOBE allows students to: ,[object Object]
Report data through the internet (this is where data-mining to answer our question comes into play!!!).
 Publish research projects.
 Can create maps and graphs using the GLOBE website to analyze data.
 Collaborate with other students and scientists from around the globe (social-networking component too!!)http://kwork-aok.ning.com/  Viewed 2/20/10
Who’s involved and how does it work? The GLOBE Program currently has 111 participating countries, including 140 U.S. partners. Partners integrate GLOBE activities into their local and regional schools. As a result, more than 50,000 teachers in over 20,000 schools have been certified to teach GLOBE curriculum. Consequently, GLOBE students (with the help of their certified teachers of course), have submitted over 20 million measurements to the GLOBE database for use in a variety of science projects. (www.globe.gov)

Contenu connexe

Similaire à C:\Documents And Settings\Zacthoma\Desktop\Edci 5377\Weeks 5 6\Is Your Stream Clean

4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docxtaishao1
 
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docxblondellchancy
 
112419, 8)16 AMLife cycle biology BritannicaPage 1 o.docx
112419, 8)16 AMLife cycle  biology  BritannicaPage 1 o.docx112419, 8)16 AMLife cycle  biology  BritannicaPage 1 o.docx
112419, 8)16 AMLife cycle biology BritannicaPage 1 o.docxaulasnilda
 
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...mohdyounus26
 
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.ppt
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.pptRADKE 2013 Water Sanitation and Health_Health Risk Management_130827.ppt
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.pptssusere214cd
 
Oxford University Essay Topics
Oxford University Essay TopicsOxford University Essay Topics
Oxford University Essay TopicsShantel Jervey
 
Sgro, stephanie technology module spring 2013
Sgro, stephanie technology module spring 2013Sgro, stephanie technology module spring 2013
Sgro, stephanie technology module spring 2013StephanieSgro19
 
Sustainability throughtechnologyeducation
Sustainability throughtechnologyeducationSustainability throughtechnologyeducation
Sustainability throughtechnologyeducationdilekartun
 
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdf
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdfBotany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdf
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdfBoNguyn651814
 
Essay High School Sports. Online assignment writing service.
Essay High School Sports. Online assignment writing service.Essay High School Sports. Online assignment writing service.
Essay High School Sports. Online assignment writing service.Amanda Anderson
 
Moth Magic HKLS 20230422 (compressed pictures).pptx
Moth Magic HKLS 20230422 (compressed pictures).pptxMoth Magic HKLS 20230422 (compressed pictures).pptx
Moth Magic HKLS 20230422 (compressed pictures).pptxRoger Kendrick
 
ScienceShare.co.uk Shared Resource
ScienceShare.co.uk Shared ResourceScienceShare.co.uk Shared Resource
ScienceShare.co.uk Shared ResourceScienceShare.co.uk
 
Unit 10 water and sanitation
Unit 10 water and sanitationUnit 10 water and sanitation
Unit 10 water and sanitationben wesley
 
Water Is Convenient Environment For Microorganisms Growth
Water Is Convenient Environment For Microorganisms GrowthWater Is Convenient Environment For Microorganisms Growth
Water Is Convenient Environment For Microorganisms GrowthAngie Willis
 

Similaire à C:\Documents And Settings\Zacthoma\Desktop\Edci 5377\Weeks 5 6\Is Your Stream Clean (18)

Currsci Sep25 2004
Currsci Sep25 2004Currsci Sep25 2004
Currsci Sep25 2004
 
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
 
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
4282020 Diamond Biology B - Spring -- Orange -- Quintero, Cr.docx
 
112419, 8)16 AMLife cycle biology BritannicaPage 1 o.docx
112419, 8)16 AMLife cycle  biology  BritannicaPage 1 o.docx112419, 8)16 AMLife cycle  biology  BritannicaPage 1 o.docx
112419, 8)16 AMLife cycle biology BritannicaPage 1 o.docx
 
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...
RADKE%202013%20Water%20Sanitation%20and%20Health_Health%20Risk%20Management_1...
 
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.ppt
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.pptRADKE 2013 Water Sanitation and Health_Health Risk Management_130827.ppt
RADKE 2013 Water Sanitation and Health_Health Risk Management_130827.ppt
 
Oxford University Essay Topics
Oxford University Essay TopicsOxford University Essay Topics
Oxford University Essay Topics
 
Sgro, stephanie technology module spring 2013
Sgro, stephanie technology module spring 2013Sgro, stephanie technology module spring 2013
Sgro, stephanie technology module spring 2013
 
Sustainability throughtechnologyeducation
Sustainability throughtechnologyeducationSustainability throughtechnologyeducation
Sustainability throughtechnologyeducation
 
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdf
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdfBotany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdf
Botany-An-Introduction-to-Plant-Biology-by-James-D.-Mauseth.pdf
 
Essay High School Sports. Online assignment writing service.
Essay High School Sports. Online assignment writing service.Essay High School Sports. Online assignment writing service.
Essay High School Sports. Online assignment writing service.
 
Moth Magic HKLS 20230422 (compressed pictures).pptx
Moth Magic HKLS 20230422 (compressed pictures).pptxMoth Magic HKLS 20230422 (compressed pictures).pptx
Moth Magic HKLS 20230422 (compressed pictures).pptx
 
ScienceShare.co.uk Shared Resource
ScienceShare.co.uk Shared ResourceScienceShare.co.uk Shared Resource
ScienceShare.co.uk Shared Resource
 
Cellana Ornata
Cellana OrnataCellana Ornata
Cellana Ornata
 
Cellana Ornata
Cellana OrnataCellana Ornata
Cellana Ornata
 
Unit 10 water and sanitation
Unit 10 water and sanitationUnit 10 water and sanitation
Unit 10 water and sanitation
 
Water Is Convenient Environment For Microorganisms Growth
Water Is Convenient Environment For Microorganisms GrowthWater Is Convenient Environment For Microorganisms Growth
Water Is Convenient Environment For Microorganisms Growth
 
ENSULIB webinar Series November2022 Neighborhood Science.pdf
ENSULIB webinar Series November2022 Neighborhood Science.pdfENSULIB webinar Series November2022 Neighborhood Science.pdf
ENSULIB webinar Series November2022 Neighborhood Science.pdf
 

Dernier

Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...anjaliyadav012327
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...Sapna Thakur
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 

Dernier (20)

Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 

C:\Documents And Settings\Zacthoma\Desktop\Edci 5377\Weeks 5 6\Is Your Stream Clean

  • 1. Is Your Stream Clean? Using Data-Mining to assess the health of a stream Zack Thomas Doctoral Student Texas Tech University-Junction http://www.ttu.edu/traditions/doublet.phpViewed 2/22/10 http://www.copusproject.org/participants/participants.php?organization_id=480Viewed 2/22/10
  • 2. Water Quality “Check-up” How do you know if a stream is healthy? To do this, I utilized data-mining on the internet to assess the “health” of Schooner Creek in Lincoln City Oregon with the past year. So, how do you determine stream “health” you ask? By searching for… Benthic macroinvertebrates! www.graphicshunt.com viewed 2/19/10 All photos from www.epa.gov/bioindicators/html/benthosclean.html Viewed 2/19/10
  • 3. Before we talk about data mining for macroinvertebrates, let’s Define macroinvertebrate Discuss why macroinvertebrates are important Discuss what macroinvertebrates can tell us about a stream’s “health” www.clker.comViewed 2/20/10
  • 4. Benthic Macroinvertebrates? BENTHIC: Living or near the bottom of an aquatic environment. MACRO: Large enough to see without any aid. INVERTEBRATE: Lacking a backbone or vertebrate. So, a macroinvertebrate is a large spineless aquatic organism that likes to hang- out near the bottom. Great! So why are they important? http://edu-connect.com/science.cfm?subpage=1055550 Viewed 2/19/10
  • 5. Indicator Species! Benthic macroinvertebrates or “benthos” are great “indicators” of stream “health” or better know as water-quality. To do this, scientists (or students) sample a stream habitat and examine the quantity and diversity of macroinvertebrates they find. All photos came from Audubon Naturalist Society www.audobon natrualist.org Viewed 2/19/10
  • 6.
  • 7. live in habitat suited for their survival
  • 9. differ in the amount and type of pollutant they can tolerate
  • 11. have limited mobilityInformation referenced from http://www.epa.gov/bioindicators/html/invertebrate.html
  • 12. What do macroinvertebrates tell us? Macroinvertebrates are also important with regards to assessing biological diversity. Biodiversity has both economic and aesthetic value, and is an important indicator of the overall health of the environment. (http://www.epa.gov/bioindicators/aquatic/index.html) However, There are several threats to biological diversity! http://reslife.tamu.edu/diversity/ Viewed 2/19/10
  • 13. Threats to Biological Diversity Photos from top to bottom:http://swittersb.wordpress.com/2008/12/16/snakehead-fish-invasive-freakazoid-ban-the-sale-of-live-snakeheads-in-us/, http: //wonkroom.thinkprogress.org/tag/epa/, http://msrivertn.blogspot.com/2009/01/loosahatchie-bar.html Viewed on2/19/10. Information referenced from http://www.epa.gov/bioindicators/aquatic/index.html
  • 14. So, why is pollution highlighted? Macroinvertebrates differ in the amount and type of pollutant they can tolerate. If we find benthos that can only live in clean water, then we know that stream “health” is good or excellent. If we find benthos that can live in polluted water, then we know that the stream “health” is fair or poor.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19. Examples of Benthic Macroinvertebrates http://www.epa.gov/bioindicators/html/leeches.html Viewed 2/19/10 Leeches Leeches are pollution tolerant. Thus, if we find leeches it is indicative that a stream is in poor “health.” Information referenced from http://www.epa.gov/bioindicators/html/leeches.html
  • 20.
  • 21. So, how do we collect macroinvertebrates? Waders Water Dipnet But in our case, we will skip the outdoor experience and use data mining to collect macroinvertebrates and answer our question. http://www.auburn.edu/projects/sustainability/newsletter/020909.html 2/20/10 http://www.envcoglobal.com/catalog/product/invertebrate-nets/collapsible-dip-nets.html 2/20/10 http://www.riverbum.com/Simms-G3-Guide-Stockingfoot-Waders/ 2/20/10
  • 22. What is Data Mining? The concept of data mining was first introduced by Bernie Dodge and Tom March by way of WebQuest (1995) (Smith, 2010). The idea is for students to use the internet to collect, analyze, and apply raw data found on the internet to answer a given question (Smith, 2010). Through hands-on, inquiry-based learning, data mining affords students the opportunity to practice various skills sets to answer questions that have real-world application (Smith, 2010)
  • 23. Question Ok, now that you know what macroinvertebrates are, why they are important, and what they can tell us about the “health” of our streams, I ask you this question (and myself): Is Schooner Creek in Lincoln City, Oregon a healthy stream? http://edu-connect.com/science.cfm?subpage=1055550Viewed 2/20/10 Photo of Schooner Creek, Lincoln City, Oregon. http://outdoors.webshots.com/photo/1092865661012208939mvy Viewded 2/21/10
  • 24. The GLOBE Program The GLOBE (Global Learning and Observations to Benefit the Environment) Program launched on Earth Day, 1995. It is a global hands-on, inquiry-based education program aimed towards primary and secondary science learning (www.globe.gov). http://www.ciser.ttu.edu/outreach/globe.aspx Viewed 2/20/10 http://www.globe.gov Viewed 2/20/10
  • 25. GLOBE Program Mission The GLOBE Program mission is to: “To promote the teaching and learning of science, enhance environmental literacy and stewardship, and promote scientific discovery.” (www.globe.gov). http://www.sthilda.ca/environmental.html Viewed 2/20/10
  • 26.
  • 27. “Enhance awareness and support activities of individuals throughout the world to benefit the environment.”
  • 28. “Contribute to scientific understanding of Earth as a system.”
  • 29. “Connect and inspire the next generation of global scientists.” (www.globe.gov) http://www.bisconsulting.ca/seminars/goal_setting.php Viewed 2/20/10
  • 30. GLOBE Program Vision The GLOBE Program vision is: “A worldwide community of students, teachers, scientists, and citizens working together to better understand, sustain, and improve Earth’s environment at local, regional, and global scales” (www.globe.gov). As a result, this vision promotes and supports all participants to collaborate on hands-on, inquiry-based studies on the environment (www.globe.gov). http://thegreennews.net/issues/0806.htm Viewed 2/20/10
  • 31.
  • 32. Report data through the internet (this is where data-mining to answer our question comes into play!!!).
  • 33. Publish research projects.
  • 34. Can create maps and graphs using the GLOBE website to analyze data.
  • 35. Collaborate with other students and scientists from around the globe (social-networking component too!!)http://kwork-aok.ning.com/ Viewed 2/20/10
  • 36. Who’s involved and how does it work? The GLOBE Program currently has 111 participating countries, including 140 U.S. partners. Partners integrate GLOBE activities into their local and regional schools. As a result, more than 50,000 teachers in over 20,000 schools have been certified to teach GLOBE curriculum. Consequently, GLOBE students (with the help of their certified teachers of course), have submitted over 20 million measurements to the GLOBE database for use in a variety of science projects. (www.globe.gov)
  • 37. Accessing macroinvertebrate data from GLOBE So, going back to my question, I accessed raw data from the investigations table under the hydrology section, checking the freshwater macroinvertebrates box. It looks like this: www.globe.gov
  • 38. Accessing macroinvertebrate data from GLOBE Next, I clicked on “get the data now!” and then and the following screen appeared: www.globe.gove Viewed 2/21/10
  • 39. Accessing macroinvertebrate data from GLOBE Next, I selected Taft elementary, Lincoln, City OR, (Taft had a decent amount of benthos data collected compared to others) and then worked my magic (simply put, I cleaned up the data) and placed: into Microsoft Excel GLOBE benthos data
  • 40.
  • 41. Next in line are the mollusks, aquatic worms, crustaceans, and water the water penny beetles
  • 42. Lastly, the damselflies, dragonflies, mayflies, midges, stoneflies, and true water bugs round out our data.http://www.epa.gov/bioindicators/html/caddisflies.htmlViewed 2/22/10 Data was collected during winter months
  • 43. Comparison of macroinvertebrates collected from Schooner Creek Sensitive species Mayflies (n=1) Mollusks (n=7) Water penny beetles (n=2) Stoneflies (n=1) True water bugs (n=1) Water striders (n=9) Moderately tolerant species Damselflies/Dragonflies (n=1) Crustaceans (n=2) Caddisflies (n=46) Pollution Tolerant Species Aquatic worms (n=3) Midges (n=1) n= number of macroinvertebrates sampled from creek population
  • 44.
  • 45. 3 macroinvertebrate species were collected that are considered moderately tolerant to pollution.
  • 46. 2 macroinvertebrate species were collected that are considered tolerant to pollution.*Diversity refers t the variety of species collected https://rundle10.wikispaces.com/BiodiversityViewed 2/22/10
  • 47.
  • 48. 49 macroinvertebrate species were collected that are considered moderately tolerant to pollution.
  • 49. 4 macroinvertebrate species were collected that are considered tolerant to pollution.*Abundance refers to the number or amount of a certain species collected http://www.global-greenhouse-warming.com/biodiversity.htmlViewed 2/22/10
  • 50. Conclusions So, from the data we can conclude that: We have the mostdiversity amongst the sensitive species. The least diversity amongst the tolerant species. While the moderately tolerant species are sandwiched between the two. We have the most abundance amongst the moderately tolerant species The least abundance amongst the tolerant species While the sensitive species are sandwiched between the two
  • 51. Conclusions So, now the question is: Which is more important, species diversity or species abundance? The answer is… BOTH! Healthy ecosystem! + = http://www.global-greenhouse-warming.com/biodiversity.htmlViewed 2/22/10 https://rundle10.wikispaces.com/BiodiversityViewed 2/22/10
  • 52. Conclusions So, finally we can answer our question and say that based on the raw data we collected from The GLOBE Program, that Schooner Creek, although not excellent, is in good health Based on the species diversity and abundance of macroinvertebrates students from Taft Elementary School collected from Schooner Creek indicates that the creek currently has good water-quality
  • 53. Conclusions Based on the species diversity and abundance of macroinvertebrates students from Taft Elementary School collected from Schooner Creek indicates that the creek currently has good water-quality Job well done students of Taft Elemetary! You all deserve a round of http://www.philebrity.com/2009/10/08/happy-100th-day-state-budget-impasse-and-thank-you-for-killing-the-arts-tax-in-its-sleep/Viewed 2/22/10
  • 54. References Environmental Protection Agency (2010, February 22). Invertebrates as indicators. Retrieved from http://www.epa.gov/bioindicators/html/invertebrate.html Environmental Protection Agency (2010, February 22). Aquatic biodiversity-the variety of life. Retrieved from http://www.epa.gov/bioindicators/aquatic/index.html Globing Learning and Observations to Benefit the Environment (GLOBE) (2010, February 22). The GLOBE Program. Retrieved from http://www.globe.gov/fsl/html/aboutglobe.cgi?intro&lang=en Smith, W. S. (2010). Weeks 5-6 of technology in science education [PowerPoint slides]. W. Smith, personal communication, February 16, 2010.